{"id":"W4415501369","doi":"10.59266/houjs.2025.668","title":"CÁC NHÂN TỐ ẢNH HƯỞNG ĐẾN LIÊM CHÍNH HỌC THUẬT CỦA SINH VIÊN TRƯỜNG ĐẠI HỌC MỞ HÀ NỘI TRONG BỐI CẢNH CHUYỂN ĐỔI SỐ","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Trường Đại học Mở Hà Nội","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Central asia; Socialist republic; Nova scotia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.007458828,0.005635007,0.005903837,0.002021851,0.007298474,0.002455252,0.01068058,0.002744811,0.0251908],"category_scores_gemma":[0.003596642,0.005702985,0.003264241,0.00839283,0.008407746,0.004219227,0.01201509,0.007456674,0.01420297],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008932381,"about_ca_system_score_gemma":0.001640728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003140521,"about_ca_topic_score_gemma":0.002382263,"domain_scores_codex":[0.9620081,0.002612742,0.006431436,0.008966583,0.008575918,0.01140522],"domain_scores_gemma":[0.9816938,0.002951634,0.002291263,0.008924716,0.0005513207,0.003587281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004285574,0.01059881,0.08089205,0.005219589,0.007450968,0.003143822,0.0255308,0.0142034,0.0736843,0.007005025,0.3897124,0.3782733],"study_design_scores_gemma":[0.0189006,0.003977946,0.2145592,0.005217702,0.002534079,0.0003256699,0.01334312,0.02187908,0.02920985,0.006044903,0.671571,0.01243688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.442564,0.04141031,0.005240156,0.03677898,0.02059719,0.01823215,0.002219551,0.003090409,0.4298673],"genre_scores_gemma":[0.8860424,0.01745754,0.003074542,0.003875118,0.003376121,0.001573786,0.0002690844,0.0008813235,0.08345006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4434785,"threshold_uncertainty_score":0.9985803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009609390427510195,"score_gpt":0.3052538311298412,"score_spread":0.295644440702331,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}